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Quoting Daniel Stenberg

Simon Willison's Blog / 4/4/2026

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Key Points

  • Daniel Stenberg describes a shift in AI-driven open-source security activity from low-quality “AI slop” reports to a larger volume of more conventional but still highly valuable security reports.
  • He notes the reporting volume remains intense, with many teams and developers producing or reviewing security findings at a high cadence.
  • The commentary implies that AI can still contribute meaningfully to security research outputs, even as signal-to-noise improves.
  • Stenberg indicates the workload of handling these security reports is substantial, potentially affecting developer time and incident-response workflows.
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3rd April 2026

The challenge with AI in open source security has transitioned from an AI slop tsunami into more of a ... plain security report tsunami. Less slop but lots of reports. Many of them really good.

I'm spending hours per day on this now. It's intense.

— Daniel Stenberg, lead developer of cURL

Posted 3rd April 2026 at 9:46 pm

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